Advances in Reasoning-Based Image Processing Intelligent Systems : Conventional and Intelligent Paradigms. 1st ed. 2012

種類:

電子ブック

責任表示:

edited by Roumen Kountchev, Kazumi Nakamatsu

出版情報:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012

著者名:

• Kountchev, Roumen.
• Nakamatsu, Kazumi.
• SpringerLink (Online service)

シリーズ名:

Intelligent Systems Reference Library ; 29

ISBN:

9783642246937 [3642246931]    

注記:

From the content: Performance analysis and comparison of the Dirac video codec with H.264/ MPEG-4, Part 10 -- Linear and non-linear inverse pyramidal image representation: algorithms and applications -- Preserving data integrity of encoded medical images: the LAR compression framework -- Image Processing in medicine -- Attention in Image Sequences: Biology, Computational Models, and Applications.
The book puts special stress on the contemporary techniques for reasoning-based image processing and analysis: learning based image representation and advanced video coding; intelligent image processing and analysis in medical vision systems; similarity learning models for image reconstruction; visual perception for mobile robot motion control, simulation of human brain activity in the analysis of video sequences; shape-based invariant features extraction; essential of paraconsistent neural networks, creativity and intelligent representation in computational systems. The book comprises 14 chapters. Each chapter is a small monograph, representing resent investigations of authors in the area. The topics of the chapters cover wide scientific and application areas and complement each-other very well. The chapters’ content is based on fundamental theoretical presentations, followed by experimental results and comparison with similar techniques. The size of the chapters is well-ballanced which permits a thorough pr

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